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Weinan E

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Arnulf Jentzen

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Publications

2020
[i43]
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  dblp key:
  - journals/corr/abs-2008-13333
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  - https://dblp.org/rec/journals/corr/abs-2008-13333
Weinan E, Jiequn Han, Arnulf Jentzen:
Algorithms for Solving High Dimensional PDEs: From Nonlinear Monte Carlo to Machine Learning. CoRR abs/2008.13333 (2020)
2019
[j22]
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  dblp key:
  - journals/jns/BeckEJ19
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Christian Beck, Weinan E, Arnulf Jentzen:
Machine Learning Approximation Algorithms for High-Dimensional Fully Nonlinear Partial Differential Equations and Second-order Backward Stochastic Differential Equations. J. Nonlinear Sci. 29(4): 1563-1619 (2019)
[j21]
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  dblp key:
  - journals/jscic/EHJK19
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Weinan E, Martin Hutzenthaler, Arnulf Jentzen, Thomas Kruse:
On Multilevel Picard Numerical Approximations for High-Dimensional Nonlinear Parabolic Partial Differential Equations and High-Dimensional Nonlinear Backward Stochastic Differential Equations. J. Sci. Comput. 79(3): 1534-1571 (2019)
2017
[i14]
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  - journals/corr/EHJ17
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Weinan E, Jiequn Han, Arnulf Jentzen:
Deep learning-based numerical methods for high-dimensional parabolic partial differential equations and backward stochastic differential equations. CoRR abs/1706.04702 (2017)
[i12]
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  - journals/corr/HanJE17
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Jiequn Han, Arnulf Jentzen, Weinan E:
Overcoming the curse of dimensionality: Solving high-dimensional partial differential equations using deep learning. CoRR abs/1707.02568 (2017)
[i10]
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  dblp key:
  - journals/corr/abs-1709-05963
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  - https://dblp.org/rec/journals/corr/abs-1709-05963
Christian Beck, Weinan E, Arnulf Jentzen:
Machine learning approximation algorithms for high-dimensional fully nonlinear partial differential equations and second-order backward stochastic differential equations. CoRR abs/1709.05963 (2017)

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